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The Effects of Privacy Awareness and Content Sensitivity on User Engagement

机译:隐私意识和内容敏感性对用户参与的影响

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摘要

To increase user engagement is an important goal and major business model for many web applications and online publishers. An established tool for this purpose is online polling, where user opinions, preferences, attitudes and possibly personal information are collected to help publishers to a better understanding of their target audiences. These polls are often provided as supplements to online newspaper articles, the topics of which are typically also reflected in the content of the polls. We analyzed and categorized this content, and related it with the user engagement rate given as the proportion of people who voluntarily disclose personal information. Recently, public privacy awareness has increased, especially since the introduction of the European Union's General Data Protection Regulation (GDPR). Extensive media coverage has led to public discussions about data protection and privacy. 'Phis study additionally investigated the effect of increased public privacy awareness on individual privacy awareness and subsequently user engagement. The results are based on live data of more than 60,000 polls and more than 22 million user votes, mainly collected in German-speaking countries, and give insights into user behavior when confronted with requests for personal information in various settings and over time.
机译:对于许多Web应用程序和在线发布者而言,提高用户参与度是一个重要目标和主要业务模型。为此目的已建立的工具是在线民意调查,其中收集了用户的意见,偏好,态度以及可能的个人信息,以帮助发布者更好地了解其目标受众。这些民意调查通常是作为在线报纸文章的补充而提供的,这些话题通常也反映在民意调查的内容中​​。我们对该内容进行了分析和分类,并将其与用户参与率相关,用户参与率是自愿泄露个人信息的人员所占的比例。最近,公众隐私意识有所提高,尤其是自引入欧盟的《通用数据保护条例》(GDPR)以来。广泛的媒体报道导致有关数据保护和隐私的公众讨论。菲斯的研究还调查了增加的公共隐私意识对个人隐私意识以及随后的用户参与的影响。结果基于主要在德语国家/地区收集的超过60,000项民意调查和超过2,200万张用户投票的实时数据,可以洞察用户在各种情况下以及一段时间内遇到的对个人信息的要求时的用户行为。

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